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Merge two "Finite Difference" rows in Overview #195

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5 changes: 2 additions & 3 deletions docs/src/overview.md
Original file line number Diff line number Diff line change
Expand Up @@ -39,8 +39,7 @@ SciML workflows.
| Other Optimization (linear, quadratic, convex, etc.) | [JuMP\*](https://github.com/jump-dev/JuMP.jl) |
| [Initial-value problem](https://diffeq.sciml.ai/latest/tutorials/ode_example/#ode_example) | [DifferentialEquations](https://docs.sciml.ai/DiffEqDocs/stable/) |
| [Boundary-value problem](https://diffeq.sciml.ai/latest/tutorials/bvp_example/#Boundary-Value-Problems) | [DifferentialEquations](https://docs.sciml.ai/DifferenceEquations/stable/) |
| Continuous-Time Markov Chains (Poisson Jumps), Jump Diffusions | [JumpProcesses](https://docs.sciml.ai/JumpProcesses/stable/) |
| Finite differences | [FiniteDifferences\*](https://juliadiff.org/FiniteDifferences.jl/latest/), [FiniteDiff\*](https://github.com/JuliaDiff/FiniteDiff.jl) |
| Continuous-Time Markov Chains (Poisson Jumps), Jump Diffusions | [JumpProcesses](https://docs.sciml.ai/JumpProcesses/stable/) | |
| Automatic Differentiation | [ForwardDiff\*](https://github.com/JuliaDiff/ForwardDiff.jl), [Enzyme\*](https://github.com/EnzymeAD/Enzyme.jl), [DiffEqSensitivity](https://docs.sciml.ai/SciMLSensitivity/stable/) |
| Bayesian Modeling | [Turing\*](https://turinglang.org/stable/) |
| Deep Learning | [Flux\*](https://fluxml.ai/) |
Expand All @@ -50,7 +49,7 @@ SciML workflows.
| Fast Fourier Transform | [FFTW\*](https://github.com/JuliaMath/FFTW.jl) |
| Partial Differential Equation Discretizations | Associated Julia packages |
| --- | --- |
| Finite Differences | [MethodOfLines](https://docs.sciml.ai/MethodOfLines/stable/) |
| Finite Differences | [MethodOfLines](https://docs.sciml.ai/MethodOfLines/stable/), [FiniteDifferences\*](https://juliadiff.org/FiniteDifferences.jl/latest/), [FiniteDiff\*](https://github.com/JuliaDiff/FiniteDiff.jl) |
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Those two are different, they aren't PDE discretizers.

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Okay, well it's not clear to me what the break at line 51 is indicating, or why there are two separate rows with the "Workflow Element" "Finite Differences".

| Discontinuous Galerkin | [Trixi\*](https://github.com/trixi-framework/Trixi.jl) |
| Finite Element | [Gridap\*](https://github.com/gridap/Gridap.jl) |
| Physics-Informed Neural Networks | [NeuralPDE](https://docs.sciml.ai/NeuralPDE/stable/) |
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